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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HSPB11 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
81.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
77.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
72.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
68.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
64.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
64.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
56.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
54.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
54.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
54.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
53.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
51.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
51.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
50.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
50.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
49.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
47.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
46.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
46.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
46.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
44.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
44.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
44.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
44.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
42.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
42.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
42.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
41.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
41.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
40.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
40.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
40.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
40.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
39.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
38.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
37.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
37.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
37.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
37.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
37.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
35.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
35.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
35.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
35.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
35.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
34.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
34.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
34.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
34.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
33.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
32.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
32.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
31.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
31.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
31.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
31.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
29.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HSPB11 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.3
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
73.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
63.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
58.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
55.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
52.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
48.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
45.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
44.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
43.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
41.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
40.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
37.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
34.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
32.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HSPB11 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
66.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
65.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
54.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
53.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
51.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
47.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
47.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
46.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
46.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
46.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
45.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
45.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
44.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
44.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
43.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
42.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
42.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
41.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
41.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
41.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
40.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
39.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
38.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
38.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
38.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
36.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
36.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
33.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
32.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HSPB11 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.3
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
41.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
37.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
37.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
